Optimal Equivalence Factor Calculation Based on Dynamic Programming for Hybrid Electric Vehicle

被引:0
|
作者
Wu, Jinzhu [1 ]
Gao, Bingzhao [1 ]
Zheng, Qing [1 ]
Chen, Hong [1 ,2 ]
机构
[1] Jilin Univ, State Key Lab Automot Simulat & Control, Changchun 130025, Peoples R China
[2] Jilin Univ, Dept Control Sci & Engn, Changchun 130025, Peoples R China
关键词
optimal equivalence factor; dynamic programming algorithm; energy management; real-time implementation; hybrid electric vehicle; FINAL-STATE CONSTRAINTS; ENERGY MANAGEMENT; IMPLEMENTATION; STRATEGY;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Equivalent consumption minimization strategy is one of the most promising strategies that can be used in real-time. However, the challenge of this strategy is the determination of the equivalence factor since it is related to the driving cycle that a vehicle follows. In this paper, based on a given driving cycle, the optimal equivalence factor is calculated by using dynamic programming algorithm and it is represented as a lookup-table of state of charge and power demand. After that, the lookup-table is applied on a vehicle to carry out simulation. Simulation results show that the fuel consumption is close to the optimal one calculated by dynamic programming algorithm and the lookup-table can he implementable in real-time.
引用
收藏
页码:6640 / 6645
页数:6
相关论文
共 50 条
  • [21] Adaptive Dynamic Programming Method for Optimal Battery Management of Battery Electric Vehicle
    Xue, Jiguang
    Yan, Chunsheng
    Wang, Dan
    Wang, Jun
    Wu, Jun
    Liao, Zehua
    PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20), 2020, : 65 - 68
  • [22] Electric Vehicle Charging Strategy based on a Dynamic Programming Algorithm
    Sarabi, Siyamak
    Kefsi, Laid
    2014 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT ENERGY AND POWER SYSTEMS (IEPS), 2014,
  • [23] Optimal control of hybrid systems based on dynamic programming
    Yin, ZS
    Li, P
    PROCEEDINGS OF THE 2001 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2001, : 880 - 881
  • [24] An energy management for series hybrid electric vehicle using improved dynamic programming
    Peng, Hao
    Yang, Yaoquan
    Liu, Chunyu
    INTERNATIONAL CONFERENCE ON ENERGY ENGINEERING AND ENVIRONMENTAL PROTECTION (EEEP2017), 2018, 121
  • [25] An Online Correction Predictive EMS for a Hybrid Electric Tracked Vehicle Based on Dynamic Programming and Reinforcement Learning
    Wu, Jinlong
    Zou, Yuan
    Zhang, Xudong
    Liu, Teng
    Kong, Zehui
    He, Dingbo
    IEEE ACCESS, 2019, 7 : 98252 - 98266
  • [26] Energy management strategy for series-parallel hybrid electric vehicle based on stochastic dynamic programming
    Faculty of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming 650093, China
    不详
    Xiao, R., 1600, SAE-China (35):
  • [27] Offline Optimization of Plug-In Hybrid Electric Vehicle Energy Management Strategy Based on the Dynamic Programming
    Yang, Shichun
    Li, Ming
    Cui, Haigang
    Cao, Yaoguang
    Wang, Gang
    Lei, Qiang
    INTELLIGENT COMPUTING AND INFORMATION SCIENCE, PT II, 2011, 135 : 668 - +
  • [28] Hybrid Electric Vehicle Downshifting Strategy Based on Stochastic Dynamic Programming During Regenerative Braking Process
    Liu, Binhao
    Li, Liang
    Wang, Xiangyu
    Cheng, Shuo
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 67 (06) : 4716 - 4727
  • [29] Real-time implementation of optimal control considering gear shifting and engine starting for parallel hybrid electric vehicle based on dynamic programming
    Fu, Jiangtao
    Song, Shuzhong
    Fu, Zhumu
    Ma, Jianwei
    OPTIMAL CONTROL APPLICATIONS & METHODS, 2018, 39 (02): : 757 - 773
  • [30] Optimal Energy Management of a Dual-motor Electric Vehicle using Dynamic Programming
    Hoai-Linh T Nguyen
    Son Nguyen-Van
    Tri Xuan Hoang
    Thanh Vo-Duy
    Bao-Huy Nguyen
    Minh C Ta
    2021 IEEE VEHICLE POWER AND PROPULSION CONFERENCE (VPPC), 2021,